Gaussian Processes in Machine Learning leaf node


URI

https://openalex.org/T12814

Label

Gaussian Processes in Machine Learning

Description

This cluster of papers focuses on the application of Gaussian Processes in machine learning, covering topics such as variational inference, sparse regression, Bayesian inference, deep learning, and probabilistic models. It also explores the use of Gaussian Processes for nonparametric methods, time series modelling, and handling big data.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
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@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T12814> a skos:Concept ;
    rdfs:label "Gaussian Processes in Machine Learning"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Gaussian_process>,
        <https://openalex.org/T12814> ;
    skos:broader oasubfields:1702 ;
    skos:definition "This cluster of papers focuses on the application of Gaussian Processes in machine learning, covering topics such as variational inference, sparse regression, Bayesian inference, deep learning, and probabilistic models. It also explores the use of Gaussian Processes for nonparametric methods, time series modelling, and handling big data."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Gaussian Processes in Machine Learning"@en ;
    openalex:cited_by_count 317515 ;
    openalex:works_count 13831 .